Vigyata.AI
Is this your channel?

Postgres Just Killed Elasticsearch

73.7K views· 2,023 likes· 17:28· Jan 22, 2026

🛍️ Products Mentioned (4)

Sign Up for TigerData for free: https://tsdb.co/twt-TigerData Checkout the GitHub repo for more information: https://tsdb.co/twt-pg-textsearch If you've ever needed to search for something in a database, you've probably experienced a little bit of pain. In the AI era, search is changing, and even these external tools like Elasticsearch have a lot of problems. Now, the good news is that in this video, I'm going to show you an insanely good solution. Want to make real money with coding? I share high-signal insights on careers, monetization, and leverage in my free newsletter. Join here and get my guide How to Make Money With Coding instantly: https://techwithtim.net/newsletter 🎞 Video Resources 🎞 Sign Up for TigerData for free: https://tsdb.co/twt-TigerData Checkout the GitHub repo for more information: https://tsdb.co/twt-pg-textsearch Blog post/tutorial: https://www.tigerdata.com/blog/introducing-pg_textsearch-true-bm25-ranking-hybrid-retrieval-postgres TigerData Database Replicas: https://www.youtube.com/watch?v=8cf_bveteOE ⏳ Timestamps ⏳ 00:00 | Overview 00:32 | Search is Changing 01:25 | History of Search 03:14 | The Ranking Quality Problem 04:32 | Why BM25 Fixes This (and Why It Matters) 06:45 | Database Search Setup 08:32 | Connecting an MCP Server 11:10 | Search Demo / Examples Hashtags #AIAgents #BM25 #TigerData UAE Media License Number: 3635141

🎬 More from Tech With Tim